Deep Thought
Deep Thought · Built for insurance operations

One AI that orchestrates all your systems.

Deep Thought is the platform — submission intake, rating, your policy admin system, broker portals, automations. POH, the agent inside, does the work. Your underwriters approve; every action is audited.

Quotes & binds in your policy admin systemPremium from your own raterEvery action audited
Deep Thoughtlive
Policy AdminRatingPagesAutomations
New submission from Brightline — Meridian Coffee Roasters, GL + Property, eff 8/1. ACORD 125 and three years of loss runs attached. Work it up.
SearchPolicy
P
Meridian Coffee Roasters — GL + Property
Control #280141
Quoted
EFFECTIVE
8/1/2026
PREMIUM
$48,250
UNDERWRITER
Jordan Brooks
packet filed · staged for review
POHQuote staged in your policy admin system — Control #280141. Premium $48,250, bindable from your own rater. Ready for your review.
Audit ledger
permission.checkallowedquote.create · role ✓ group ✓ screen ✓77b2…d104
pas.insured.createallowedMeridian Coffee Roastersc9e8…2f41
rater.executeallowedGL $36,750 + Prop $11,5000d5a…88c3
document.fileallowedpacket → policy file4b19…e7a0
POH idle

Illustrative product demo — simulated data, not a production transcript.

// why deep thought

We didn't build AI into a bunch of systems.

We built your systems into the AI.

That's a fundamentally different architecture — and it's why one agent can do what a stack of bolted-on copilots can't.

01WHY

An assistant bolted onto your stack can summarize what it sees. It can't carry a submission from inbox to bound policy — the work still lives in ten different tabs.

02HOW

Deep Thought is one platform that houses the subsystems — intake, rating, the policy admin interface, broker portals, automations, dashboards — under one permission model, one memory, one audit log.

03WHAT

POH, the agent at the center, runs them all from a single conversation. It does the work; your people approve the moments that matter; everything is logged.

// in production

Live with ISC, a specialty MGA — quoting, rating, and binding on their policy admin system (IMS).

Works with the tools you already run — Outlook, Excel, Salesforce, your policy admin system, and any API.

Default-deny permissions
AES-256-GCM key vault
Every action audited
Human approval on bind
9:02 AM · Summit Specialty

One morning. One submission. Watch POH work it.

Brightline Insurance Brokers just emailed a GL + Property submission for Meridian Coffee Roasters to Summit Specialty. What follows is that file, start to finish.

9:14–9:40 AM · the file

Submission to bound policy. It never leaves your system of record.

POH works the file; Jordan approves the moments that matter; the audit log writes itself.

9:14 AM · INTAKE

POH reads the packet before your underwriter spends a minute on it.

The submission hits the inbox and the intake automation fires — ACORD 125, loss runs, an SOV. POH classifies every page, pulls the fields, and flags what is missing. No prior carrier on the 125? Noted.

Deep Thought — Automationslive
Automations · rule: Submission intake
mail.received9:14:02 AM
Brightline Insurance Brokers
Submission — Meridian Coffee Roasters (GL + Property, eff 8/1)
ACORD 125.pdfLoss Runs 2021-25.pdfSOV.xlsx
✓ conditions matched — from a producer · has attachments
run started → POH classifies 11 page types · 14 fields extracted · no prior carrier on the 125 — flagged
9:21 AM · ASK

It asks before it assumes.

A $62K closed water claim sits in the loss runs. POH asks how to treat it, gets Jordan's call, and applies it to the rating basis — no silent assumptions on an underwriting judgment.

Deep Thought — POHlive
Loss runs show one 2023 water-damage claim at $62K, closed. Treat it as a shock loss and exclude it from the rating basis, or include it?
Shock loss. And always handle single closed water claims that way.
Applied — excluded from rating basis
High-stakes judgment stays with your underwriter — POH does the legwork.
9:36 AM · RATE

Your rater. Your number.

POH runs your own Excel rater — the same workbook your underwriters trust, round-tripped — and comes back with a bindable premium, not an estimate.

Deep Thought — Ratinglive
app.deepthought — Rate Meridian Coffee Roasters
Your rater workbook, round-tripped — the same Excel your underwriters trust.
Run in background
Edit inline
Open in Excel
Premium — GL + Property
$48,250
Bindable — the same number your underwriters bind on
GL $36,750Property $11,500
9:38 AM · BIND

Permission. Approval. Bound.

POH stages the bind; it does not take it. The default-deny gate checks role, group, and screen — any deny wins — then holds for a human. Jordan approves, and the policy is bound in your system of record. There is no copy to sync.

Deep Thought — Policy Workbenchlive
DashboardSearchPolicy×
Permission gate
  1. bind requested by POH
  2. Default-deny check: role ✓ · group ✓ · screen ✓ (any deny = denied)
  3. Held for human approval
P
Meridian Coffee Roasters — GL + Property
Control #280141
BOUND
EFFECTIVE
8/1/2026
PREMIUM
$48,250
UNDERWRITER
Jordan Brooks
No re-keying — the bind happened in your system of record. There is no copy to sync.
9:40 AM · BOOK

Your book already knows.

The workbench page Jordan asked for in plain language ticks over on its own: one fewer open submission, the queue a row shorter, the audit log already written. Same team, more submissions worked.

Deep Thought — Pageslive
SUMMIT SPECIALTY UNDERWRITERS
Underwriting operations
Live
OPEN SUBMISSIONS
7
$ ON THE LINE
$1.49M
AVG QUOTE TURNAROUND
2.4d
Submission queue
Castellan Logistics
Commercial Auto
REVIEW
Bluefin Marine
Ocean Marine
INTAKE
Jordan asked for this page in plain language once — POH built it. Refreshes re-run the same audited queries.
the same morning · everything else

While Jordan worked one file, POH worked the rest.

The work around the work — running on the same platform, under the same permissions, into the same audit log.

Automations

When a submission email lands — or a renewal comes due — the right work just happens.

mail.received · Brightline — new submission
→ conditions matched · rule “submission intake”
→ intake skill ran · packet classified · 9:14:07 AM
32 days later
mail.received · Brightline — renewal inquiry, Meridian
→ loss summary drafted · staged for Jordan’s review
Learn more

Skills

Teach POH a workflow once, in plain English. Version it and share it with your team.

Quote Letter
v3taught in plain English
shared
Your team
runs it too

Dashboards from conversation

Ask for a page; get live KPIs. Refreshes re-run the same audited queries — no tokens burned.

WRITTEN PREM
$2.4M
LOSS RATIO
58%
RENEWALS
34
Learn more

Document intake

Drop a packet on it — every page classified, every field extracted, gaps flagged.

ACORD 125
InsuredMeridian Coffee Roasters
TIV$3.2M
Prior carrier— flagged missing
Learn more

Sandboxed analysis

When no template fits, POH writes and runs real Python in an isolated micro-VM. It never sees your credentials.

$ python analyze_loss_runs.py
loaded 36 claims · 5 policy years
trend: freq −12% · severity +8%

Gets better every week

Recurring tool errors are distilled into corrections every six hours. Month three is sharper than day one.

schema_mismatch · rater input× 4
distilled 6h later → correction now in every prompt

Secure connections

Any API, your credentials — keys are injected server-side and scrubbed from every response.

POH
names endpoint
→
proxy
key injected
→
any API
response scrubbed
Learn more

Desktop and browser. One agent.

The native desktop app and the web app share one conversation history — and your inbox can start the work.

Desktop app
·
Browser
mail.received → the intake automation runs
the same morning · the audit log

Default-deny. Every action audited. POH never sees a credential.

Everything the agent did this morning is already in the log your security team can replay — because the subsystems live in one platform, there is exactly one place to look.

Risk reversal, in plain terms
  • Starts on your test instance — not production.
  • Bind and issue always require human approval.
  • Three permission tiers — platform role, system group, per-screen — and any deny wins.
Audit feed — livestreaming
9:14:05automation.runallowedsubmission intake · trigger mail.received63a8…f49c
9:14:07document.parseallowedACORD 125 + loss runs · 14 fieldsa3f1…9c2e
9:14:12permission.checkallowedquote.create · role ✓ group ✓ screen ✓77b2…d104
9:14:18pas.insured.createallowedMeridian Coffee Roastersc9e8…2f41
9:36:02rater.executeallowedGL $36,750 + Prop $11,500 · 412ms0d5a…88c3
9:37:44export.bulkDENIEDoutside role policyf7c2…1e09
9:38:51pas.bind.approveallowedJordan Brooks · Control #2801418e4d…b27a
9:39:03document.fileallowedbinder + dec page → policy file4b19…e7a0
Every entry is hashed as it's written — your auditor can verify the export on their own machine.
Credential injection

POH names an endpoint; the proxy checks the allowlist, blocks traversal, injects the key server-side, and scrubs it from the response. Keys live in an AES-256-GCM vault the AI can use but never read.

Default-deny engine

Every tool call is checked before it runs. POH holds exactly the permissions your systems grant the signed-in user — the red row above is the engine doing its job.

Cloud or self-hosted — your data stays in your PostgreSQL, your tenancy, your jurisdiction.
11:05 AM · across town

Open your book to your brokers.

While Jordan worked the queue, a Brightline broker quoted a small account in Summit's branded portal — real bindable rating, OFAC screening at quote — every keystroke writing straight into the same policy admin system. No re-keying, no email back-and-forth.

  • Real, bindable premium from your rater
  • OFAC screened on every submission
  • Documents land in the right policy folders
Producer portal — live quote
// see it in action

Watch POH do the actual work.

Seven real workflows, replayed step by step — every tool call the agent makes, from query to bound policy.

See all 7 scenarios
// shipping weekly

The platform you see today is the slowest it will ever be.

  • Error-pattern learning — the platform distills its own failures into corrections
  • Live dashboards built from conversation, with deterministic refresh
  • Producer portal OFAC screening at quote
  • Sandboxed Python analysis with charts
// get started

See it running on your systems.

The morning you just read takes POH about 40 minutes. Bring your gnarliest submission and watch it on a live walkthrough — we reply within one business day.

POH idle